What is Natural Language Processing
What is natural language processing? NLP is a sub-branch of artificial intelligence that deals with processing and understanding human languages. This helps machines understand human languages and make certain processes more efficient. Natural language processing is the ability of a computer to understand and comprehend human language and interactions.
What is Natural Language Processing – How Does It Work?
NLP enables computers to understand how human languages work. It makes uses of artificial intelligence to take input, process it and understand what it means. It helps a computer make sense of human language and how humans communicate through them. Just as humans have brains to help them process language and communicate, natural language processing helps computers process languages and understand how to communicate with humans. The best example of NLP are chatbots like ChatGPT which use artificial intelligence to understand what a human is trying too convey to it and come up with smart answers.
What is Natural Language Processing – What Can It Do?
With the rapid development of artificial intelligence, natural language processing is able to perform sentiment and emotion analysis from sample data. NLP models can detect what emotions are being conveyed in a piece of text. Tools with great work done on them can even converse with humans. Detecting brand and product sentiment is a common application of natural language processing. This can help businesses identify any problems customers are facing and act to fix them to increase customer satisfaction.
What is Natural Language Processing – Why Is It Important?
One of the biggest benefits of NLP is that the technology can process large volumes of data across social media, online reviews, reports, etc. By collecting and analyzing a large amount of data, businesses can make decisions that will benefit them greatly. It is already known that NLP is excellent for sentiment/emotion analysis. This means that it can assist in recognizing sentiment in online posts and blogs, this way NLP methods can be used to understand the sentiment and make business decisions that will increase customer satisfaction.
What is Natural Language Processing – Techniques:
Some techniques that can be performed using natural language processing are:
- Sentiment Analysis (As discussed before.)
- Summarization
- Text Classification
- Topic Modelling
- Keyword Extraction
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